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Transformers

9294 directly classified papers

Papers per year

Papers

Analyzing the Inner Workings of Transformers in Compositional Generalization NAACL 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter CVPR 2025
Dual Prompting Image Restoration with Diffusion Transformers CVPR 2025
Seurat: From Moving Points to Depth CVPR 2025
Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention CVPR 2025
LSNet: See Large, Focus Small CVPR 2025
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking CVPR 2025
Spectral Informed Mamba for Robust Point Cloud Processing CVPR 2025
Zero-Shot Styled Text Image Generation, but Make It Autoregressive CVPR 2025
HSI: A Holistic Style Injector for Arbitrary Style Transfer CVPR 2025
Reversed Attention: On The Gradient Descent Of Attention Layers In GPT NAACL 2025
Structured 3D Latents for Scalable and Versatile 3D Generation CVPR 2025
Self-Cross Diffusion Guidance for Text-to-Image Synthesis of Similar Subjects CVPR 2025
SphereUFormer: A U-Shaped Transformer for Spherical 360 Perception CVPR 2025
Incomplete Multi-modal Brain Tumor Segmentation via Learnable Sorting State Space Model CVPR 2025
Stretching Each Dollar: Diffusion Training from Scratch on a Micro-Budget CVPR 2025
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework CVPR 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning CVPR 2025
Spectral State Space Model for Rotation-Invariant Visual Representation Learning CVPR 2025
DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET WACV 2025
LiGAR: LiDAR-Guided Hierarchical Transformer for Multi-Modal Group Activity Recognition WACV 2025
Bandit Based Attention Mechanism in Vision Transformers WACV 2025
D2FP: Learning Implicit Prior for Human Parsing WACV 2025
TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking WACV 2025
Phaseformer: Phase-Based Attention Mechanism for Underwater Image Restoration and Beyond WACV 2025